Agerer, R. (2001). Exploration types of ectomycorrhizae. Mycorrhiza, 11, 107–114.

Article  Google Scholar 

Allsup, C. M., George, I., & Lankau, R. A. (2023). Shifting microbial communities can enhance tree tolerance to changing climates. Science, 380, 835–840.

Article  CAS  PubMed  Google Scholar 

Anthony, M. A., Crowther, T. W., van der Linde, S., Suz, L. M., Bidartondo, M. I., Cox, F., Schaub, M., Rautio, P., Ferretti, M., Vesterdal, L., et al. (2022). Forest tree growth is linked to mycorrhizal fungal composition and function across Europe. The ISME Journal, 16, 1327–1336.

Article  CAS  PubMed  PubMed Central  Google Scholar 

Bi, B., Yuan, Y., Zhang, H., Wu, Z., Wang, Y., & Han, F. (2022). Rhizosphere soil metabolites mediated microbial community changes of Pinus sylvestris var. mongolica across stand ages in the Mu Us Desert. Applied Soil Ecology, 169, 104222.

Article  Google Scholar 

Bi, B., Zhang, H., Yuan, Y., Wu, Z., Wang, Y., & Han, F. (2021). Dynamic changes of soil microbial community in Pinus sylvestris var. mongolica plantations in the Mu Us Sandy Land. Journal of Environmental Management, 287, 112306.

Article  CAS  PubMed  Google Scholar 

Coban, O., De Deyn, G. B., & van der Ploeg, M. (2022). Soil microbiota as game-changers in restoration of degraded lands. Science, 375, abe0725.

Article  PubMed  Google Scholar 

Delgado-Baquerizo, M., Oliverio, A. M., Brewer, T. E., Benavent-González, A., Eldridge, D. J., Bardgett, R. D., Maestre, F. T., Singh, B. K., et al. (2018). A global atlas of the dominant bacteria found in soil. Science, 359, 320–325.

Article  CAS  PubMed  Google Scholar 

Fierer, N. (2017). Embracing the unknown: Disentangling the complexities of the soil microbiome. Nature Review Microbiology, 15, 579–590.

Article  CAS  PubMed  Google Scholar 

Fierer, N., Bradford, M. A., & Jackson, R. B. (2007). Toward an ecological classification of soil bacteria. Ecology, 88, 1354–1364.

Article  PubMed  Google Scholar 

Fierer, N., Wood, S. A., & Bueno de Mesquita, C. P. (2021). How microbes can, and cannot, be used to assess soil health. Soil Biology and Biochemistry, 153, 108111.

Article  CAS  Google Scholar 

Friendly, M. (2002). Corrgrams: Exploratory displays for correlation matrices. The American Statistician, 56, 316–324.

Article  Google Scholar 

Gao, C., Montoya, L., Xu, L., Madera, M., Hollingsworth, J., Purdom, E., Singan, V., Vogel, J., Hutmacher, R. B., Dahlberg, J. A., et al. (2020). Fungal community assembly in drought-stressed sorghum shows stochasticity, selection, and universal ecological dynamics. Nature Communications, 11, 34.

Article  CAS  PubMed  PubMed Central  Google Scholar 

Gao, C., Zhang, Y., Shi, N. N., Zheng, Y., Chen, L., Wubet, T., Bruelheide, H., Both, S., Buscot, F., Ding, Q., et al. (2015). Community assembly of ectomycorrhizal fungi along a subtropical secondary forest succession. The New Phytologist, 205, 771–785.

Article  PubMed  Google Scholar 

Gao, Y., Song, H., Zhou, F., Chen, S., He, G., Yan, J., Sun, Q., Long, H., Zhai, Z., Hu, D., et al. (2022). Community of soil-inhabiting myxomycetes shares similar assembly mechanisms with fungi, and is affected by bacterial community in subtropical forests of China. Soil Biology and Biochemistry, 175, 108854.

Article  CAS  Google Scholar 

Hermans, S. M., Buckley, H. L., Case, B. S., Curran-Cournane, F., Taylor, M., & Lear, G. (2017). Bacteria as emerging indicators of soil condition. Applied and Environmental Microbiology, 83, e02826-16.

Article  CAS  PubMed  Google Scholar 

Hobbie, E. A., & Agerer, R. (2010). Nitrogen isotopes in ectomycorrhizal sporocarps correspond to belowground exploration types. Plant and Soil, 327, 71–83.

Article  CAS  Google Scholar 

Hu, Y., Wang, Z., Zhang, Z., Song, N., Zhou, H., Li, Y., Wang, Y., Li, C., & Hale, L. (2021). Alteration of desert soil microbial community structure in response to agricultural reclamation and abandonment. CATENA, 207, 105678.

Article  CAS  Google Scholar 

Hua, X., Jiang, C., & Liu, G. (1995). Floristic survey of ectomycorrhizal fungi for the southern pine in China. Journal of Nanjing Forestry University, 19, 29–36.

Google Scholar 

Huo, X., Ren, C., Wang, D., Wu, R., Wang, Y., Li, Z., Huang, D., & Qi, H. (2023). Microbial community assembly and its influencing factors of secondary forests in Qinling Mountains. Soil Biology and Biochemistry, 184, 109075.

Article  CAS  Google Scholar 

Izumi, H., Cairney, J. W., Killham, K., Moore, E., Alexander, I. J., & Anderson, I. C. (2008). Bacteria associated with ectomycorrhizas of slash pine (Pinus elliottii) in south-eastern Queensland, Australia. FEMS Microbiology Letters, 282, 196–204.

Article  CAS  PubMed  Google Scholar 

Jiang, S., Xing, Y., Liu, G., Hu, C., Wang, X., Yan, G., & Wang, Q. (2021). Changes in soil bacterial and fungal community composition and functional groups during the succession of boreal forests. Soil Biology and Biochemistry, 161, 108393.

Article  CAS  Google Scholar 

Jörgensen, K., Clemmensen, K. E., Wallander, H., & Lindahl, B. D. (2023). Do ectomycorrhizal exploration types reflect mycelial foraging strategies? The New Phytologist, 237, 576–584.

Article  PubMed  Google Scholar 

Kang, P., Pan, Y., Yang, P., Hu, J., Zhao, T., Zhang, Y., Ding, X., & Yan, X. (2022). A comparison of microbial composition under three tree ecosystems using the stochastic process and network complexity approaches. Frontiers in Microbiology, 13, 1018077.

Article  PubMed  PubMed Central  Google Scholar 

Koizumi, T., Hattori, M., & Nara, K. (2018). Ectomycorrhizal fungal communities in alpine relict forests of Pinus pumila on Mt. Norikura. Japan. Mycorrhiza, 28, 129–145.

Article  CAS  PubMed  Google Scholar 

Kranabetter, J. M., Durall, D. M., & MacKenzie, W. H. (2009). Diversity and species distribution of ectomycorrhizal fungi along productivity gradients of a southern boreal forest. Mycorrhiza, 19, 99–111.

Article  CAS  PubMed  Google Scholar 

Kyaschenko, J., Clemmensen, K. E., Hagenbo, A., Karltun, E., & Lindahl, B. D. (2017). Shift in fungal communities and associated enzyme activities along an age gradient of managed Pinus sylvestris stands. The ISME Journal, 11, 863–874.

Article  CAS  PubMed  PubMed Central  Google Scholar 

Liu, C., Cui, Y., Li, X., & Yao, M. (2021a). microeco: An R package for data mining in microbial community ecology. FEMS Microbiology Ecology, 97, fiaa255.

Article  CAS  PubMed  Google Scholar 

Liu, D., Wang, H., An, S., Bhople, P., & Davlatbekov, F. (2019a). Geographic distance and soil microbial biomass carbon drive biogeographical distribution of fungal communities in Chinese Loess Plateau soils. Science of the Total Environment, 660, 1058–1069.

Article  CAS  PubMed  Google Scholar 

Liu, G., Chen, L., Shi, X., Yuan, Z., Yuan, L. Y., Lock, T. R., & Kallenbach, R. L. (2019b). Changes in rhizosphere bacterial and fungal community composition with vegetation restoration in planted forests. Land Degradation & Development, 30, 1147–1157.

Article  Google Scholar 

Liu, L., Zhu, K., Krause, S. M., Li, S., Wang, X., Zhang, Z., Shen, M., Yang, Q., Lian, J., Wang, X., et al. (2021b). Changes in assembly processes of soil microbial communities during secondary succession in two subtropical forests. Soil Biology and Biochemistry, 154, 108144.

Article  CAS  Google Scholar 

Liu, Y., Chen, L., Ma, T., Li, X., Zheng, M., Zhou, X., Chen, L., Qian, X., Xi, J., Lu, H., et al. (2023). EasyAmplicon: An easy-to-use, open-source, reproducible, and community-based pipeline for amplicon data analysis in microbiome research. iMeta, 2, e83.

Article  Google Scholar 

Long, H., Wu, X., Wang, Y., Yan, J., Guo, X., An, X., Zhang, Q., Li, Z., & Huo, G. (2021). Effects of revegetation on the composition and diversity of bacterial and fungal communities of sandification land soil, in Southern China. Environmental Monitoring and Assessment, 193, 706.

Article  CAS  PubMed  Google Scholar 

Louca, S., Parfrey, L. W., & Doebeli, M. (2016). Decoupling function and taxonomy in the global ocean microbiome. Science, 353, 1272–1277.

Article  CAS  PubMed  Google Scholar 

Maechler, M. (2019). Finding groups in data: Cluster analysis extended Rousseeuw et al. R package version, 2.

Nguyen, N. H., Song, Z., Bates, S. T., Branco, S., Tedersoo, L., Menke, J., Schilling, J. S., & Kennedy, P. G. (2016). FUNGuild: An open annotation tool for parsing fungal community datasets by ecological guild. Fungal Ecology, 20, 241–248.

Article  Google Scholar 

Nilsson, R. H., Larsson, K. H., Taylor, A. F. S., Bengtsson-Palme, J., Jeppesen, T. S., Schigel, D., Kennedy, P., Picard, K., Glöckner, F. O., Tedersoo, L., et al. (2019). The UNITE database for molecular identification of fungi: Handling dark taxa and parallel taxonomic classifications. Nucleic Acids Research, 47, D259–D264.

Article  CAS  PubMed  Google Scholar 

Ning, C., Egerton-Warburton, L. M., Mueller, G. M., Xiang, W., Yan, W., & Liu, S. (2021). Shifts in ectomycorrhizal fungal community composition during the early establishment of native and exotic pine seedlings. Applied Soil Ecology, 157, 103722.

Article  Google Scholar 

Ning, C., Mueller, G. M., Egerton-Warburton, L. M., Xiang, W., & Yan, W. (2019a). Host phylogenetic relatedness and soil nutrients shape ectomycorrhizal community composition in native and exotic pine plantations. Forests, 10, 263.

Article  Google Scholar 

Ning, C., Xiang, W., Mueller, G. M., Egerton-Warburton, L. M., Yan, W., & Liu, S. (2019b). Differences in ectomycorrhizal community assembly between native and exotic pines are reflected in their enzymatic functional capacities. Plant and Soil, 446, 179–193.

Article  Google Scholar 

Oksanen, J., Kindt, R., Legendre, P., O’Hara, B., Stevens, M., Oksanen, M., & Suggests, M. (2007). The Vegan Package. Community Ecology Package, 10, 631–637.

Google Scholar 

Peay, K. G., Kennedy, P. G., & Bruns, T. D. (2011). Rethinking ectomycorrhizal succession: Are root density and